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Purchase of books for a government approved library

Education

Maharashtra / PUNE — PUNE(DISTRICT COLLECTOR PUNE_IDA) · Murlidhar Mohol (PUNE)

Overall risk score
36/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost50
Delay0
Duplication94
Agency33
Compliance0
Sanctioned
₹15.00 L
Delay
0d
Cost deviation
50%
Work status
Recommended

AI powered · gemini-flash-liteWhy was this flagged?

  • ₹1,500,000 against a ₹1,000,000 median for Education works in PUNE (50% above, 55 peer works)Peer comparison · sector labelled by Gemini Flash Lite
  • 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #108529 (sentence-embedding similarity 1.00, measured by all-MiniLM-L6-v2 on meaning rather than shared words; two works can legitimately share a description, so this is a prompt to check, not a finding)